Intelligent MRO Materials Demand Estimation and Inventory Optimization

Ensuring Operational Continuity through AI-Driven MRO Management

Client Overview

A global petrochemical manufacturer facing challenges in managing Maintenance, Repair, and Operations (MRO) inventory effectively.

Business Challenge

Difficulty in planning MRO demand led to overstocking of some items and critical shortages of others, impacting operational efficiency and costs.

Solution Impact
  • 30% reduction in overall MRO inventory holding costs

  • 50% decrease in stockouts of critical MRO items

  • 20% improvement in MRO inventory turnover rate

  • Accurate categorization of MRO items based on demand patterns

  • Improved demand forecasting for each MRO category

  • Optimized inventory levels for different types of MRO materials

Ensuring Operational Continuity through AI-Driven MRO Management
Our Approach

Developed an AI-based system for MRO demand estimation, Developed an AI-based system for MRO demand estimation, categorizing materials into fast-moving, slow-moving, and redundant items, and applying specialized forecasting techniques.

20% improvement in MRO inventory turnover rate
50% decrease in stockouts of critical MRO items
30% reduction in overall MRO inventory holding costs
Optimized inventory levels for different types of MRO materials
Accurate categorization of MRO items based on demand patterns
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